Token efficiency is mechanical, how fast & cheap a model outputs text.
Thinking efficiency is cognitive, how much signal that output carries.
A system can burn millions of cheap tokens & still produce low-order thought of little value.
#TechTao #AIeconomics #ThinkingEfficiency #ValueDensity
Thinking efficiency is cognitive, how much signal that output carries.
A system can burn millions of cheap tokens & still produce low-order thought of little value.
#TechTao #AIeconomics #ThinkingEfficiency #ValueDensity
November 3, 2025 at 4:32 AM
Token efficiency is mechanical, how fast & cheap a model outputs text.
Thinking efficiency is cognitive, how much signal that output carries.
A system can burn millions of cheap tokens & still produce low-order thought of little value.
#TechTao #AIeconomics #ThinkingEfficiency #ValueDensity
Thinking efficiency is cognitive, how much signal that output carries.
A system can burn millions of cheap tokens & still produce low-order thought of little value.
#TechTao #AIeconomics #ThinkingEfficiency #ValueDensity